, , , , e.a.

AI, Edge and IoT-based Smart Agriculture

Specificaties
Paperback, blz. | Engels
Elsevier Science | e druk, 2021
ISBN13: 9780128236949
Rubricering
Elsevier Science e druk, 2021 9780128236949
Onderdeel van serie Intelligent Data-Centric Systems
Verwachte levertijd ongeveer 9 werkdagen

Samenvatting

AI, Edge, and IoT Smart Agriculture integrates applications of IoT, edge computing, and data analytics for sustainable agricultural development and introduces Edge of Thing-based data analytics and IoT for predictability of crop, soil, and plant disease occurrence for improved sustainability and increased profitability. The book also addresses precision irrigation, precision horticulture, greenhouse IoT, livestock monitoring, IoT ecosystem for agriculture, mobile robot for precision agriculture, energy monitoring, storage management, and smart farming. The book provides an overarching focus on sustainable environment and sustainable economic development through smart and e-agriculture.

Providing a medium for the exchange of expertise and inspiration, contributions from both smart agriculture and data mining researchers around the world provide foundational insights. The book provides practical application opportunities for the resolution of real-world problems, including contributions from the data mining, data analytics, Edge of Things, and cloud research communities working in the farming production sector. The book offers broad coverage of the concepts, themes, and instruments of this important and evolving area of IOT-based agriculture, Edge of Things and cloud-based farming, Greenhouse IOT, mobile agriculture, sustainable agriculture, and big data analytics in agriculture toward smart farming.

Specificaties

ISBN13:9780128236949
Taal:Engels
Bindwijze:Paperback

Inhoudsopgave

<p>1. Internet of things (IoT) and data analytics in smart agriculture: Benefits and challenges<br>2. Edge computing - Foundations and applications<br>3. IoT-based fuzzy logic-controlled novel and multilingual mobile application for hydroponic farming<br>4. Functional framework for IoT-based agricultural system<br>5. Functional framework for edge-based agricultural system<br>6. Precision agriculture: Weather forecasting for future farming<br>7. Crop management system using IoT<br>8. Smart irrigation and crop security in agriculture using IoT<br>9. The Internet of Things in agriculture for sustainable rural development<br>10. Internet of Things (IoT) in agriculture toward urban greening<br>11. Smart e-agriculture monitoring systems<br>12.Smart agriculture using renewable energy and AI-powered IoT<br>13. Smart irrigation-based behavioral study of Moringa plant for growth monitoring in subtropical desert climatic condition<br>14. Surveying smart farming for smart cities<br>15. Farm Automation<br>16. A fog computing-based IoT framework for prediction of crop disease using big data analytics<br>17. Agribots: A gateway to the next revolution in agriculture<br>18. SAW: A real-time surveillance system at an agricultural warehouse using IoT<br>19. The predictive model to maintain pH levels in hydroponic systems<br>20. A crop-monitoring system using wireless sensor networking<br>21. Integration of RFID and sensors in agriculture using IOT<br>22. Prediction of crop yield and pest-disease infestation<br>23. Machine learning-based remote monitoring and predictive analytics system for crop and lives<br>24. Exploring performance and predictive analytics of agriculture data<br>25. Climate condition monitoring and automated systems<br>26. Decision-making system for crop selection based on soil<br>27. Cyberespionage: Socioeconomic implications on sustainable food security<br>28. Internet of Things on sustainable aquaculture system<br>29. IoT-based monitoring system for freshwater fish farming: Analysis and design<br>30. Transforming IoT in aquaculture: A cloud solution<br>31. Toward the design of an intelligent system for enhancing salt water shrimp production using fuzzy logic<br></p>

Rubrieken

    Personen

      Trefwoorden

        AI, Edge and IoT-based Smart Agriculture